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Investigate implementation failures using root-cause-first debugging.
Passed 18 of 22 test cases with the skill, and 3 of 22 without it.
and 13 more in the full report
16 fixed3 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
A Docker build running `cargo build` on Ubuntu fails with `pkg-config failed: Could not find openssl`. System library `libssl-dev` is missing from the container Dockerfile setup. Output a Debug Report block.
| Checked | Without skill | With skill |
|---|---|---|
| Classifies the failure under CATEGORY: MISSING_DEPENDENCY. | Missed | Passed |
| Recommends NEXT_ACTION: RETRY_TASK. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill is for fresh-context root cause investigation. It combines local evidence, runtime/config inspection, and external documentation or issue research when available. It is not a patch generator for guess-first debugging.
BLOCKEDDo not use this skill to speculate about fixes before gathering evidence.
Provide:
git diff or summary of uncommitted failed changesrequirements.md, design.md)## Implementation NotesReturn:
ROOT_CAUSECATEGORYFIX_PLANVERIFICATIONNEXT_ACTION: RETRY_TASK | BLOCK_TASK | STOP_FOR_HUMANCONFIDENCE: HIGH | MEDIUM | LOWNOTEStest cases passed, vs 3 / 22 without
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